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Papers matching “neural network prediction” 255

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A comparison of two neural network architectures for fast structural response prediction
2021 PAMM article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Franz Bamer, Bernd A. Markert

4

citations
A general physics-informed neural network framework for fatigue life prediction of metallic materials
2025 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Shuwei Zhou, Manuel Henrich, Zhichao Wei, Feng Feng, Bing Yang, Sebastian Münstermann

39

citations
Prediction of Effective Elastic Properties of Short Fibre-Reinforced Thermoplastics using a Neural Network
2026 SSRN Electronic Journal preprint Engineering Composite Material Mechanics Open access

Florian Rückert, Luiz Lise, Hans Wulf, Jörn Ihlemann, Rainer Dahlmann, Noah Mentges, +1 more

0

citations
Prediction of efficiency of the filled trench in layered soil through artificial neural network
2025 conference-paper Engineering Railway Engineering and Dynamics Open access

0

citations
Probabilistic fatigue life prediction in additive manufacturing materials with a physics-informed neural network framework
2025 Expert Systems with Applications article Engineering Fatigue and fracture mechanics

Tao Zhu, Bing Yang, Zhe Zhang, Shuwei Zhou, Shoune Xiao

38

citations
Day-ahead prediction of plug-in loads using a long short-term memory neural network
2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization cited by 2 patents

Romana Markovic, Elie Azar, Masab Khalid Annaqeeb, Jérôme Frisch, Christoph van Treeck

27

citations
A Bayesian regularization-backpropagation neural network model for peeling computations
2021 The Journal of Adhesion article Engineering Adhesion, Friction, and Surface Interactions Open access

Saipraneeth Gouravaraju, Jyotindra Narayan, Roger A. Sauer, Sachin Singh Gautam

89

citations
A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units
2021 Sensors article Engineering Gait Recognition and Analysis Open access cited by 1 patent

Marion Mundt, Wolfgang Potthast, Bernd A. Markert, Ajmal Saeed Mian, Jacqueline A. Alderson

102

citations
Parameter-Adaptive Approximate MPC: Tuning Neural-Network Controllers without Retraining
2024 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Alexander Gräfe, Sebastian Trimpe

0

citations
Neural Network Control of Industrial Robots Using ROS
2022 IEEE International Conference on Robotic Computing (IRC) conference-paper Engineering Robotic Mechanisms and Dynamics

Minh Trinh, Christian Brecher

2

citations
A Comparative Study of Meta-Modeling Approaches for IPMSM Performance Prediction with Neural Networks
2025 IEEE International Electric Machines & Drives Conference (IEMDC) conference-paper Engineering Electric Motor Design and Analysis

Mitja Garmut, Simon Steentjes, Martin Petrun

0

citations
Application of neural network in steelmaking and continuous casting: A review
2024 Ironmaking & Steelmaking Processes Products and Applications article Engineering Metallurgical Processes and Thermodynamics

Chaojie Zhang

12

citations
Design of Intelligent Transportation System Based on Neural Network
2025 Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS) conference-paper Engineering Traffic Prediction and Management Techniques

Linbing Lyu, Siyuan Li, Haichao Zhang

0

citations
A novel approach based on artificial neural network for calibration of multi-hole pressure probes
2020 Flow Measurement and Instrumentation article Engineering Flow Measurement and Analysis Open access cited by 2 patents

Homam Nikpey Somehsaraei, Magnus Hölle, Herwart Hönen, Mohsen Assadi

18

citations
Modelling of the cold rolling process for mild steel using physics-constrained neural network
2026 Journal of Intelligent Manufacturing article Engineering Metallurgy and Material Forming Open access

Nilesh Thakare, Emad Scharifi

1

citations
FPGA-Powered Environment Awareness via Quantized Neural Networks for LiDAR-Aided mm-Wave Beam Prediction
2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) conference-paper Engineering Millimeter-Wave Propagation and Modeling

Arish Sateesan, Ljiljana Simić

1

citations
An Artificial Neural Network-Based Strategy for Predicting Multiaxial Fatigue Damage to Welded Steel Structures
2026 Applied Mechanics article Engineering Fatigue and fracture mechanics Open access

Bhagyashri Bachhav, Dawei Zhang, Hanghang Gao, Hauke Gerjet Schmidt, Chen Gang, Songyun Ma, +2 more

1

citations
Shallow neural networks to predict glass transition, crystallization and liquidus temperature of iron-based metallic glasses
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Metallic Glasses and Amorphous Alloys Open access

Kirsten Bobzin, W. Wietheger, L. M. Johann

2

citations
SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

Yousef Heider, WaiChing Sun

129

citations
A physics-informed neural network approach for predicting fatigue life of SLM 316L stainless steel based on defect features
2024 International Journal of Fatigue article Engineering Fatigue and fracture mechanics

Tao Zhu, Bing Yang, Shuwei Zhou, Shoune Xiao

62

citations
An Artificial Neural Network-Based Strategy for Predicting Multiaxial Fatigue Damage to Welded Steel Structures
2026 Applied Mechanics article Engineering Fatigue and fracture mechanics Open access

Bhagyashri Bachhav, Dawei Zhang, Hanghang Gao, Hauke Gerjet Schmidt, Chen Gang, Songyun Ma, +2 more

0

citations
Improved Wall Temperature Prediction for the LUMEN Rocket Combustion Chamber with Neural Networks
2023 Aerospace article Engineering Heat transfer and supercritical fluids Open access

Kai Dresia, Eldin Kurudzija, Jan C. Deeken, Günther Waxenegger-Wilfing

8

citations
Real-Time Prediction of Pressure and Film Height Distribution in Plain Bearings Using Physics-Informed Neural Networks (PINNs)
2025 Lubricants article Engineering Tribology and Lubrication Engineering Open access

Ahmed Saleh, Georg Jacobs, Dhawal Katre, Benjamin Lehmann, Mattheüs Lucassen

9

citations
Gibbs-Duhem-Informed Neural Networks for Binary Activity Coefficient Prediction
2023 arXiv (Cornell University) preprint Engineering Phase Equilibria and Thermodynamics Open access

Jan G. Rittig, Kobi Felton, Alexei A. Lapkin, Alexander Mitsos

1

citations
Deep learning-based prediction of particle size distributions in construction and demolition waste recycling using convolutional neural networks on 3D laser triangulation data
2025 Construction and Building Materials article Engineering Recycled Aggregate Concrete Performance Open access

Nils Kroell, Eric Thor, Lieve Josephina Leonie Göbbels, Xiaozheng Chen

16

citations